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stat.ME2021
Identifying optimally cost-effective dynamic treatment regimes with a Q-learning approach
Nicholas Illenberger, Andrew J. Spieker, Nandita Mitra
Health policy decisions regarding patient treatment strategies require consideration of both treatment effectiveness and cost. Optimizing treatment rules with respect to effectiven…
stat.ME2021
A regression framework for a probabilistic measure of cost-effectiveness
Nicholas Illenberger, Nandita Mitra, Andrew J. Spieker
To make informed health policy decisions regarding a treatment, we must consider both its cost and its clinical effectiveness. In past work, we introduced the net benefit separatio…
stat.ME2019
Net benefit separation and the determination curve: a probabilistic framework for cost-effectiveness estimation
Andrew J. Spieker, Nicholas Illenberger, Jason A. Roy +1
Considerations regarding clinical effectiveness and cost are essential in comparing the overall value of two treatments. There has been growing interest in methodology to integrate…